op {
  name: "AvgPoolGrad"
  input_arg {
    name: "orig_input_shape"
    type: DT_INT32
  }
  input_arg {
    name: "grad"
    type_attr: "T"
  }
  output_arg {
    name: "output"
    type_attr: "T"
  }
  attr {
    name: "ksize"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "strides"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "padding"
    type: "string"
    allowed_values {
      list {
        s: "SAME"
        s: "VALID"
      }
    }
  }
  attr {
    name: "data_format"
    type: "string"
    default_value {
      s: "NHWC"
    }
    allowed_values {
      list {
        s: "NHWC"
        s: "NCHW"
      }
    }
  }
  attr {
    name: "T"
    type: "type"
    allowed_values {
      list {
        type: DT_FLOAT
        type: DT_HALF
        type: DT_DOUBLE
      }
    }
  }
}
op {
  name: "AvgPoolGrad"
  input_arg {
    name: "orig_input_shape"
    type: DT_INT32
  }
  input_arg {
    name: "grad"
    type_attr: "T"
  }
  output_arg {
    name: "output"
    type_attr: "T"
  }
  attr {
    name: "ksize"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "strides"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "padding"
    type: "string"
    allowed_values {
      list {
        s: "SAME"
        s: "VALID"
      }
    }
  }
  attr {
    name: "data_format"
    type: "string"
    default_value {
      s: "NHWC"
    }
    allowed_values {
      list {
        s: "NHWC"
        s: "NCHW"
      }
    }
  }
  attr {
    name: "T"
    type: "type"
    allowed_values {
      list {
        type: DT_FLOAT
        type: DT_DOUBLE
        type: DT_HALF
      }
    }
  }
}
op {
  name: "AvgPoolGrad"
  input_arg {
    name: "orig_input_shape"
    type: DT_INT32
  }
  input_arg {
    name: "grad"
    type_attr: "T"
  }
  output_arg {
    name: "output"
    type_attr: "T"
  }
  attr {
    name: "ksize"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "strides"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "padding"
    type: "string"
    allowed_values {
      list {
        s: "SAME"
        s: "VALID"
      }
    }
  }
  attr {
    name: "data_format"
    type: "string"
    default_value {
      s: "NHWC"
    }
    allowed_values {
      list {
        s: "NHWC"
        s: "NCHW"
      }
    }
  }
  attr {
    name: "T"
    type: "type"
    allowed_values {
      list {
        type: DT_HALF
        type: DT_FLOAT
        type: DT_DOUBLE
      }
    }
  }
}
op {
  name: "AvgPoolGrad"
  input_arg {
    name: "orig_input_shape"
    type: DT_INT32
  }
  input_arg {
    name: "grad"
    type_attr: "T"
  }
  output_arg {
    name: "output"
    type_attr: "T"
  }
  attr {
    name: "ksize"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "strides"
    type: "list(int)"
    has_minimum: true
    minimum: 4
  }
  attr {
    name: "padding"
    type: "string"
    allowed_values {
      list {
        s: "SAME"
        s: "VALID"
      }
    }
  }
  attr {
    name: "data_format"
    type: "string"
    default_value {
      s: "NHWC"
    }
    allowed_values {
      list {
        s: "NHWC"
        s: "NCHW"
      }
    }
  }
  attr {
    name: "T"
    type: "type"
    allowed_values {
      list {
        type: DT_HALF
        type: DT_BFLOAT16
        type: DT_FLOAT
        type: DT_DOUBLE
      }
    }
  }
}
